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双层网络中的谣言和辟谣信息的传播

Rumor propagation and refutation in two-layer complex

中文摘要英文摘要

本文在双层网络上研究谣言传播,传播过程中有三种人物状态:无知者、传播者、辟谣者。谣言和辟谣信息在不同网络传播。最终会有三种演化结果,其中一种是混合态,就是上述三种人物状态都存留,通过研究网络拓扑结构对谣言传播的影响,得出网络中一个节点以传播者状态存留的概率与其在辟谣网络中所有的邻居在传谣网络中度之和成正相关的结果。

his paper investigate rumor spreading in two-layer complex networks with three groups of agents: spreaders, ignorant, and refuters. Rumors and refutatory information spread in different layers. There will be three types of final states in the end. One of these states is the coexistence state in which spreaders, ignorant, and refuters coexist. By studying the influence of network topology on the spreRumor propagation and refutation in two-layer complexad of rumors,we find that the probability of an agent acting as a spreader in final states is determined by the sum of the degree in the rumor spreading layer of its neighbors in the refuting layer.

李海红、解慧岩

计算技术、计算机技术

复杂网络谣言传播双层网络

omplex networksRumor propagationTwo-layer network

李海红,解慧岩.双层网络中的谣言和辟谣信息的传播[EB/OL].(2016-12-26)[2025-08-05].http://www.paper.edu.cn/releasepaper/content/201612-480.点此复制

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